Paper Citation Record · LEDGER

Efficient Code Embeddings from Code Generation Models

As of 8 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 6 inbound Pith citation observations for arXiv:2508.21290.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.21290 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:28:59.779271Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:19:34.439140Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T13:08:08.858921Z

Reference resolution

16 of 16 outbound references displayed

verified exact0
verified fuzzy2
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c6c2b8b7-6a3e-41f3-a522-e07447b43630 · outbound

This paper cites Gemini Embedding: Generalizable Embeddings from Gemini.

Efficient Code Embeddings from Code Generation Models Gemini Embedding: Generalizable Embeddings from Gemini

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T14:28:58.134666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2fba217-f02a-4d6c-996f-abcc6630f9bd · outbound

This paper cites jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval.

Efficient Code Embeddings from Code Generation Models jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T14:28:58.377675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd20e963-2fc8-4ea4-9c85-2ef37c793903 · outbound

This paper cites Qwen2.5-Coder Technical Report.

Efficient Code Embeddings from Code Generation Models Qwen2.5-Coder Technical Report

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T14:28:58.578306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0295d9ae-0cfd-4dbd-a56b-b343c1b59938 · outbound

This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.

Efficient Code Embeddings from Code Generation Models CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T14:28:58.666932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2aaabdc-1036-4b3b-9fae-9604c5a57d86 · outbound

This paper cites NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models.

Efficient Code Embeddings from Code Generation Models NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T14:28:58.818014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a7a8fa3-abc2-4541-9bdf-5063730c9739 · outbound

This paper cites Xiangyang Li, Kuicai Dong, Yi Quan Lee, et al.

Efficient Code Embeddings from Code Generation Models Xiangyang Li, Kuicai Dong, Yi Quan Lee, et al

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T14:28:58.835642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3ac8e8c-b74f-46e5-95ad-0bfad75f6132 · outbound

This paper cites GPT-4o System Card.

Efficient Code Embeddings from Code Generation Models GPT-4o System Card

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T14:28:58.957228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bec843e-72c0-41fb-8127-b0ea9538f077 · outbound

This paper cites jina-embeddings-v3: Multilingual Embeddings With Task LoRA.

Efficient Code Embeddings from Code Generation Models jina-embeddings-v3: Multilingual Embeddings With Task LoRA

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T14:28:59.189539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a712fee1-5f8f-4f79-ad6b-e452a793b96c · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Efficient Code Embeddings from Code Generation Models Representation Learning with Contrastive Predictive Coding

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T14:28:59.373032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01d9a586-a030-4c44-bcd0-1fb00618f315 · outbound

This paper cites an unresolved cited work.

Efficient Code Embeddings from Code Generation Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T14:28:59.466324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45ab6e7a-fd6e-4f4c-86df-0d146b426b67 · outbound

This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.

Efficient Code Embeddings from Code Generation Models Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T14:28:59.779271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cf44b41-fe01-4752-940c-c617bbff6843 · outbound

This paper cites Wojciech Zaremba and Greg Brockman.

Efficient Code Embeddings from Code Generation Models Wojciech Zaremba and Greg Brockman

Reference 642

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:29:00.544753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 67b425eb-ae17-44fe-acd4-7d6ad77483ed · outbound

This paper cites Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova.

Efficient Code Embeddings from Code Generation Models Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:29:00.786531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 97fc58b8-df95-4bb2-9475-4a6d3bb9494f · outbound

This paper cites URL https://dl.acm.org/doi/10.1145/3180155.3180167.

Efficient Code Embeddings from Code Generation Models URL https://dl.acm.org/doi/10.1145/3180155.3180167

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-05T14:28:58.210765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6369ee59-15f7-45b4-8ee4-5bcb9b37735e · outbound

This paper cites Jina Embeddings 2: 8192-Token General-Purpose Text Embeddings for Long Documents.

Efficient Code Embeddings from Code Generation Models Jina Embeddings 2: 8192-Token General-Purpose Text Embeddings for Long Documents

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-05T14:28:58.283470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddec5c90-29f0-4613-9235-a0a60b7cc30d · outbound

This paper cites Zhangyin Feng, Daya Guo, Duyu Tang, et al.

Efficient Code Embeddings from Code Generation Models Zhangyin Feng, Daya Guo, Duyu Tang, et al

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-05T14:28:57.876419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 3e02484e-188c-4cda-908a-7c11591cbfbf · inbound

Can LLMs Deobfuscate Binary Code? A Systematic Analysis of Large Language Models into Pseudocode Deobfuscation cites this paper.

Can LLMs Deobfuscate Binary Code? A Systematic Analysis of Large Language Models into Pseudocode Deobfuscation Efficient Code Embeddings from Code Generation Models

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:35:59.874158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 39e2ba12-1ca1-4a2a-959e-0985f85818ce · inbound

MARS$^2$: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation cites this paper.

MARS$^2$: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation Efficient Code Embeddings from Code Generation Models

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:30:18.853762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 45bb8f71-bc3b-466d-9168-8561651ea3da · inbound

CORE-Bench: A Comprehensive Benchmark for Code Retrieval in the Era of Agentic Coding cites this paper.

CORE-Bench: A Comprehensive Benchmark for Code Retrieval in the Era of Agentic Coding Efficient Code Embeddings from Code Generation Models

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T13:08:08.860351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7766eff2-901c-4bae-b7ac-227c8ee41785 · inbound

Agent Retrieval Bench: Evaluating Repository Context Retrieval for Coding Agents cites this paper.

Agent Retrieval Bench: Evaluating Repository Context Retrieval for Coding Agents Efficient Code Embeddings from Code Generation Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T20:56:47.040213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50fe1328-635d-4aaa-ab39-354984993b43 · inbound

CodeNib: A Multi-View Data System for Serving Repository Context to Coding Agents cites this paper.

CodeNib: A Multi-View Data System for Serving Repository Context to Coding Agents Efficient Code Embeddings from Code Generation Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T02:33:45.317322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddf004c5-687c-4245-bae5-ee0dd9056571 · inbound

NeSy-RAG: Neuro-Symbolic RAG for Explainable Question Answering cites this paper.

NeSy-RAG: Neuro-Symbolic RAG for Explainable Question Answering Efficient Code Embeddings from Code Generation Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T10:19:34.439140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.